t

ai.h2o.sparkling.ml.params

H2ODeepLearningParams

trait H2ODeepLearningParams extends H2OAlgoSupervisedParams[DeepLearningParameters] with HasStoppingCriteria[DeepLearningParameters] with HasQuantileAlpha

Linear Supertypes
HasQuantileAlpha, HasStoppingCriteria[DeepLearningParameters], H2OAlgoSupervisedParams[DeepLearningParameters], H2OAlgoCommonParams[DeepLearningParameters], H2OCommonSupervisedParams, H2OCommonParams, H2OSupervisedMOJOParams, H2OMOJOAlgoSharedParams, Logging, Logging, H2OAlgoParamsHelper[DeepLearningParameters], Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2ODeepLearning
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2ODeepLearningParams
  2. HasQuantileAlpha
  3. HasStoppingCriteria
  4. H2OAlgoSupervisedParams
  5. H2OAlgoCommonParams
  6. H2OCommonSupervisedParams
  7. H2OCommonParams
  8. H2OSupervisedMOJOParams
  9. H2OMOJOAlgoSharedParams
  10. Logging
  11. Logging
  12. H2OAlgoParamsHelper
  13. Params
  14. Serializable
  15. Serializable
  16. Identifiable
  17. AnyRef
  18. Any
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Visibility
  1. Public
  2. All

Type Members

  1. type H2O_SCHEMA = DeepLearningParametersV3
    Definition Classes
    H2ODeepLearningParams → H2OAlgoParamsHelper

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. def booleanParam(name: String, doc: Option[String] = None): BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  7. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  8. final def clear(param: Param[_]): H2ODeepLearningParams.this.type
    Definition Classes
    Params
  9. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  10. final val columnsToCategorical: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  11. final val convertInvalidNumbersToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  12. final val convertUnknownCategoricalLevelsToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  13. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  14. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  15. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  16. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  17. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  18. def doubleParam(name: String, doc: Option[String] = None): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  19. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  20. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  21. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  22. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  23. def explainParams(): String
    Definition Classes
    Params
  24. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  25. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  26. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  27. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  28. def floatParam(name: String, doc: Option[String] = None): FloatParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  29. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  30. final val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  31. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  32. def getActivation(): String
  33. def getAllStringColumnsToCategorical(): Boolean
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  34. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  35. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  36. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  37. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  38. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  39. def getDetailedPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  40. def getDistribution(): String
    Definition Classes
    H2OAlgoCommonParams
  41. def getDoc(doc: Option[String], fieldName: String): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  42. def getEpochs(): Double
  43. def getExcludedCols(): Seq[String]
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams
  44. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams
  45. def getFoldCol(): String
    Definition Classes
    H2OCommonParams
  46. def getH2ODoc(fieldName: String): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  47. def getHidden(): Array[Int]
  48. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  49. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  50. def getL1(): Double
  51. def getL2(): Double
  52. def getLabelCol(): String
    Definition Classes
    H2OCommonSupervisedParams
  53. def getModelId(): String
    Definition Classes
    H2OAlgoCommonParams
  54. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  55. def getNfolds(): Int
    Definition Classes
    H2OCommonParams
  56. def getOffsetCol(): String
    Definition Classes
    H2OSupervisedMOJOParams
  57. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  58. def getParallelizeCrossValidation(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  59. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  60. def getPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  61. def getQuantileAlpha(): Double
    Definition Classes
    HasQuantileAlpha
  62. def getReproducible(): Boolean
  63. def getSeed(): Long
    Definition Classes
    H2OCommonParams
  64. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  65. def getStoppingMetric(): String
    Definition Classes
    HasStoppingCriteria
  66. def getStoppingRounds(): Int
    Definition Classes
    HasStoppingCriteria
  67. def getStoppingTolerance(): Double
    Definition Classes
    HasStoppingCriteria
  68. def getWeightCol(): String
    Definition Classes
    H2OCommonParams
  69. def getWithContributions(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  70. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  71. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  72. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  73. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  74. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  75. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  76. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  77. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  78. def intParam(name: String, doc: Option[String] = None): IntParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  79. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  80. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  81. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  82. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  83. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  84. final val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams
  85. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  86. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  87. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  88. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  89. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  90. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  91. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  92. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  93. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  94. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  95. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  96. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  97. def longParam(name: String, doc: Option[String] = None): LongParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  98. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  99. final val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonParams
  100. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  101. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  102. final val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  103. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  104. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  105. def nullableDoubleArrayArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  106. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  107. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  108. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  109. def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  110. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  111. def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  112. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  113. def param[T](name: String, doc: Option[String] = None): Param[T]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  114. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  115. def paramTag: ClassTag[DeepLearningParameters]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams → H2OAlgoParamsHelper
  116. val parameters: DeepLearningParameters
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  117. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  118. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  119. def schemaTag: ClassTag[H2O_SCHEMA]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams → H2OAlgoParamsHelper
  120. final val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  121. final def set(paramPair: ParamPair[_]): H2ODeepLearningParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  122. final def set(param: String, value: Any): H2ODeepLearningParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  123. final def set[T](param: Param[T], value: T): H2ODeepLearningParams.this.type
    Definition Classes
    Params
  124. def setActivation(value: String): H2ODeepLearningParams.this.type
  125. def setAllStringColumnsToCategorical(value: Boolean): H2ODeepLearningParams.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )
  126. def setColumnsToCategorical(columnNames: ArrayList[String]): H2ODeepLearningParams.this.type
    Definition Classes
    H2OCommonParams
  127. def setColumnsToCategorical(columns: Array[String]): H2ODeepLearningParams.this.type
    Definition Classes
    H2OCommonParams
  128. def setColumnsToCategorical(first: String, others: String*): H2ODeepLearningParams.this.type
    Definition Classes
    H2OCommonParams
  129. def setConvertInvalidNumbersToNa(value: Boolean): H2ODeepLearningParams.this.type
    Definition Classes
    H2OCommonParams
  130. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ODeepLearningParams.this.type
    Definition Classes
    H2OCommonParams
  131. final def setDefault(paramPairs: ParamPair[_]*): H2ODeepLearningParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  132. final def setDefault[T](param: Param[T], value: T): H2ODeepLearningParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  133. def setDetailedPredictionCol(columnName: String): H2ODeepLearningParams.this.type
    Definition Classes
    H2OCommonParams
  134. def setDistribution(value: String): H2ODeepLearningParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  135. def setEpochs(value: Double): H2ODeepLearningParams.this.type
  136. def setFeaturesCol(first: String): H2ODeepLearningParams.this.type
    Definition Classes
    H2OCommonParams
  137. def setFeaturesCols(columnNames: ArrayList[String]): H2ODeepLearningParams.this.type
    Definition Classes
    H2OCommonParams
  138. def setFeaturesCols(columnNames: Array[String]): H2ODeepLearningParams.this.type
    Definition Classes
    H2OCommonParams
  139. def setFeaturesCols(first: String, others: String*): H2ODeepLearningParams.this.type
    Definition Classes
    H2OCommonParams
  140. def setFoldCol(columnName: String): H2ODeepLearningParams.this.type
    Definition Classes
    H2OCommonParams
  141. def setHidden(value: Array[Int]): H2ODeepLearningParams.this.type
  142. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODeepLearningParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  143. def setKeepCrossValidationPredictions(value: Boolean): H2ODeepLearningParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  144. def setL1(value: Double): H2ODeepLearningParams.this.type
  145. def setL2(value: Double): H2ODeepLearningParams.this.type
  146. def setLabelCol(columnName: String): H2ODeepLearningParams.this.type
    Definition Classes
    H2OCommonSupervisedParams
  147. def setModelId(id: String): H2ODeepLearningParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  148. def setNamedMojoOutputColumns(value: Boolean): H2ODeepLearningParams.this.type
    Definition Classes
    H2OCommonParams
  149. def setNfolds(value: Int): H2ODeepLearningParams.this.type
    Definition Classes
    H2OCommonParams
  150. def setOffsetCol(columnName: String): H2ODeepLearningParams.this.type
    Definition Classes
    H2OCommonSupervisedParams
  151. def setParallelizeCrossValidation(value: Boolean): H2ODeepLearningParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  152. def setPredictionCol(columnName: String): H2ODeepLearningParams.this.type
    Definition Classes
    H2OCommonParams
  153. def setQuantileAlpha(value: Double): H2ODeepLearningParams.this.type
    Definition Classes
    HasQuantileAlpha
  154. def setReproducible(value: Boolean): H2ODeepLearningParams.this.type
  155. def setSeed(value: Long): H2ODeepLearningParams.this.type
    Definition Classes
    H2OCommonParams
  156. def setSplitRatio(ratio: Double): H2ODeepLearningParams.this.type
    Definition Classes
    H2OCommonParams
  157. def setStoppingMetric(value: String): H2ODeepLearningParams.this.type
    Definition Classes
    HasStoppingCriteria
  158. def setStoppingRounds(value: Int): H2ODeepLearningParams.this.type
    Definition Classes
    HasStoppingCriteria
  159. def setStoppingTolerance(value: Double): H2ODeepLearningParams.this.type
    Definition Classes
    HasStoppingCriteria
  160. def setWeightCol(columnName: String): H2ODeepLearningParams.this.type
    Definition Classes
    H2OCommonParams
  161. def setWithContributions(enabled: Boolean): H2ODeepLearningParams.this.type
    Definition Classes
    H2OCommonParams
  162. def setWithDetailedPredictionCol(enabled: Boolean): H2ODeepLearningParams.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$6 , x$5 )
  163. def setWithLeafNodeAssignments(enabled: Boolean): H2ODeepLearningParams.this.type
    Definition Classes
    H2OCommonParams
  164. final val splitRatio: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  165. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  166. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  167. def stringParam(name: String, doc: Option[String] = None): Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  168. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  169. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  170. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  171. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  172. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  173. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  174. final val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  175. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  176. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  177. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from HasQuantileAlpha

Inherited from HasStoppingCriteria[DeepLearningParameters]

Inherited from H2OAlgoSupervisedParams[DeepLearningParameters]

Inherited from H2OAlgoCommonParams[DeepLearningParameters]

Inherited from H2OCommonSupervisedParams

Inherited from H2OCommonParams

Inherited from H2OSupervisedMOJOParams

Inherited from H2OMOJOAlgoSharedParams

Inherited from Logging

Inherited from Logging

Inherited from H2OAlgoParamsHelper[DeepLearningParameters]

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped